Title :
Probabilistic approach-based PMU placement for real-time power system vulnerability assessment
Author :
Cepeda, Jaime C. ; Rueda, Jose L. ; Erlich, Istvan ; Colome, Delia G.
Author_Institution :
Inst. of Electr. Energy, Nat. Univ. of San Juan, San Juan, Argentina
Abstract :
Recently, several smart grid applications have been designed to improve monitoring, protection and control of power systems in real time. Most of these emerging approaches exploit the capabilities of wide-area technologies (wide area monitoring, protection and control - WAMPAC). Since WAMPAC implementation requires distributed phasor measurements throughout the system, phasor measurement units (PMUs) have to be adequately located depending on the real-time application. This paper addresses the problem of PMU placement with the aim of achieving high observability of system dynamics that are associated to transient and other short-term phenomena, in order to perform reliable real-time dynamic vulnerability assessment. Thus, a hybrid approach to determine suitable PMU locations that allows ensuring observability of slow and fast dynamic phenomena is proposed. The proposal uses Monte Carlo-based simulations to iteratively evaluate the system fast dynamic coherency, as well as the bus oscillatory modal observability. The methodology is tested on the IEEE New England 39-bus test system. Results show the feasibility of the methodology for orienting the selection of buses that offer the best PMU location in terms of dynamic observability.
Keywords :
Monte Carlo methods; electric sensing devices; phasor measurement; probability; smart power grids; IEEE New England 39-bus test system; Monte Carlo-based simulations; WAMPAC; bus oscillatory modal observability; distributed phasor measurements; fast dynamic phenomena; phasor measurement units; power system control; power system monitoring; power system protection; probabilistic approach-based PMU placement; real-time dynamic vulnerability assessment; real-time power system vulnerability assessment; short-term phenomena; smart grid applications; system fast dynamic coherency; transient phenomena; wide area monitoring-protection and control; wide-area technology; Monte Carlo methods; Observability; Phasor measurement units; Power system dynamics; Probabilistic logic; Real-time systems; Sensitivity; Coherency; Monte Carlo; WAMPAC; fuzzy inference system; observability; phasor measurement units; vulnerability assessment;
Conference_Titel :
Innovative Smart Grid Technologies (ISGT Europe), 2012 3rd IEEE PES International Conference and Exhibition on
Conference_Location :
Berlin
Print_ISBN :
978-1-4673-2595-0
Electronic_ISBN :
2165-4816
DOI :
10.1109/ISGTEurope.2012.6465671